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to demonstrate the new containers features in Microsoft Defender for Cloud","conversation":{"__ref":"Conversation:conversation:3281172"},"id":"message:3281172","revisionNum":23,"uid":3281172,"depth":0,"board":{"__ref":"Blog:board:MicrosoftDefenderCloudBlog"},"author":{"__ref":"User:user:277787"},"teaser@stripHtml({\"removeProcessingText\":true,\"truncateLength\":-1})":" On this blog post we will focus on how to simulate alerts that are part of the AKS advanced threat Detection and how to simulate scanning for a vulnerable container image to an Azure Container Registry (ACR) and present its recommendation in Microsoft Defender for Cloud. ","introduction":"","metrics":{"__typename":"MessageMetrics","views":15059},"postTime":"2022-04-12T12:52:20.091-07:00","lastPublishTime":"2025-04-24T05:35:00.273-07:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" How to demonstrate the new containers features in Microsoft Defender for Cloud \n To address the evolving security challenges surrounding container solutions our team recently announced Microsoft Defender for Containers – a new cloud workload protection plan designed around the unique needs of container-based solutions including Azure Kubernetes Service, Amazon EKS, Google GKE and on-prem environments. It is part of Microsoft Defender for Cloud. It merges two previous legacy plans which we had, namely Microsoft Defender for Kubernetes and Microsoft Defender for Container registries. It doesn’t remove any functionalities which were present in these legacy plans, it does however add new set of critical features on top of it, like threat protection on the Worker Node level for VMSS nodes. Other critical capabilities include Advanced Threat Protection, VA, Hardening Controls, Multi-Cloud Support and Kubernetes-Native Deployment. \n   \n   \n You can learn more about these capabilities reading the following articles:  \n Microsoft launches dedicated Container protection plan \n On this blog post we will focus on how to simulate alerts that are part of the AKS advanced threat Detection.  \n   \n Simulate AKS alert on Microsoft Defender for Cloud  \n To simulate AKS alert on a cluster that is protected under Microsoft Defender for Cloud follow the following steps:  \n \n Validate that your Microsoft Defender for Containers plan pricing tier is enabled. If it is not, make sure to enabled it.  \n \n 2. Ensure Azure CLI is installed on your local machine. From Azure CLI login to the AKS subscription by running the above commands:  \n   \n   \n az login az account set --subscription \"MyAzureSubName\" \n   \n   \n 3. Download AKS tools for Azure CLI: \n   \n   \n az aks install-cli \n   \n   \n 4. Set up the kubectl connection:  \n   \n   \n az aks get-credentials --resource-group <YourResourceGroup> --name <YourAKSCluster> \n   \n   \n 5. Verify cluster info: \n   \n   \n kubectl cluster-info \n   \n   \n 6. Run the alert simulation command below:  \n   \n   \n kubectl get pods --namespace=asc-alerttest-662jfi039n \n   \n   \n You may see an output like the one below: \n Wait approximately 30 minutes and open Microsoft Defender for Cloud alert blade:  \n In the Azure portal, open Microsoft Defender for Cloud's security alerts page and look for the alert on the relevant resource: \n   \n Once you see it, click on it until you see the full details, as shown below:  \n The full list of available threat detection alerts can be found here. \n   \n Simulate scanning for a vulnerable container image to an Azure Container Registry (ACR) and present its recommendation in Microsoft Defender for Cloud. \n   \n When Defender for Containers is enabled, any image you push to your registry will be scanned immediately. In addition, any image pulled within the last 30 days is also scanned. \n   \n Key notes about this feature are:  \n When the scanner reports vulnerabilities to Defender for Cloud, Defender for Cloud presents the findings and related information as recommendations. In addition, the findings include related information such as remediation steps, relevant CVEs, CVSS scores, and more. \n   \n You can view the identified vulnerabilities for one or more subscriptions, or for a specific registry. \n To simulate this, the first step is to install Docker desktop. \n Follow the steps below to do that:  \n \n Navigate to https://www.docker.com/products/docker-desktop  \n Download and install Docker, Check the system requirements, Get Docker | Docker Documentation \n After the installation, open PowerShell  \n Verify your docker version by executing in PowerShell: docker version​ \n \n You may see an output like the one below: \n   \n \n Create Container registry in Azure portal or via CLI. \n \n       Follow the steps below to do that and continue the validation: \n Create an Azure container registry using the Azure portal \n 1. Sign in to Azure \n 2. Sign in to the Azure portal at https://portal.azure.com. \n 3. Create a container registry \n 4. Select Create a resource > Containers > Container Registry. \n 5. In the Basics tab, enter values for Resource group and Registry name. The registry name must be unique within Azure, and contain 5-50 alphanumeric characters. For this quickstart create a new resource group in the West US location named myResourceGroup, and for SKU, select 'Basic'. \n 6. Accept default values for the remaining settings. Then select Review + create. After reviewing the settings, select Create. \n 7. When the Deployment succeeded message appears, select the container registry in the portal. \n 8. Copy the Login server URL \n 9. Open Docker Desktop and ensure that the engine is running \n 10. Open PowerShell and run (where the name is the ACR name that you created) the command below: \n   \n   \n az acr login --name secteach365 \n   \n   \n You may see an output like the one below: \n 11. Download vulnerable image from docker hub https://hub.docker.com/r/vulnerables/web-dvwa/,by running the command below: \n   \n   \n docker pull vulnerables/web-dvwa \n   \n   \n A sample of the output is shown below:  \n 12. Check the image on your local repository by running the command below: \n   \n   \n Docker images vulnerables/web-dvwa \n   \n   \n A sample of the output is shown below:  \n 13. In this step we need to tag our image with the ACR Login URL that we copied in steps Execute the following command:  \n   \n   \n Docker tag vulnerables/web-dvwa:latest secteach365.azurecr.io/vulnerables/web-dvwa:v1 \n   \n   \n 14. Check again the image on your local repository by running the command below:  \n   \n   \n Docker images secteach365.azurecr.io/vulnerables/web-dvwa \n   \n   \n 15. Run docker push to upload the new image to the azure repository and generate image scan (it can take some time), using the command below:  \n   \n   \n docker push secteach365.azurecr.io/vulnerables/web-dvwa:v1 \n   \n   \n 17. Once done check on your ACR repository and validate that you have a new repository with a new image. \n 18. Wait approximately 2 hours and open Microsoft Defender for Cloud alert blade. Navigate to Microsoft Defender for Cloud > Recommendations. Select the recommendation \"Container registry images should have vulnerability findings resolved\" to view the recommendation details page. \n 19. Drill down to the recommendation and review image and the set of vulnerabilities that Microsoft Defender for Cloud has discovered.  \n   \n In this blogpost, we provided details on the options to simulate alerts that are part of the AKS threat Detection and the image scanning (ACR) recommendation.  \n For more information on how Microsoft Defender for Cloud visit our documentation below: Microsoft Defender for Cloud documentation | Microsoft Docs \n Reviewers \n Special thanks to mahersko, @Yuri Diogenes  for reviewing this article. \n   \n This article was originally wrote for Azure Security Center by Yaniv Shasha, you can find the original post here : How to demonstrate the new containers features in Azure Security Center - Microsoft Tech Community \n   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tokens.jpg","associationType":"BODY","width":3641,"height":1285,"altText":""},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mzg0OTI1LWNsOFFrbg?revision=7\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mzg0OTI1LWNsOFFrbg?revision=7","title":"Jfrog_Docker_hub.jpg","associationType":"BODY","width":3726,"height":1799,"altText":""},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mzg0OTI1LU5iT1djaA?revision=7\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mzg0OTI1LU5iT1djaA?revision=7","title":"Jfrog_Security_Explorer.jpg","associationType":"BODY","width":3137,"height":1785,"altText":""},"BlogTopicMessage:message:4384925":{"__typename":"BlogTopicMessage","subject":"Secure containers software supply chain across the SDLC","conversation":{"__ref":"Conversation:conversation:4384925"},"id":"message:4384925","revisionNum":7,"uid":4384925,"depth":0,"board":{"__ref":"Blog:board:MicrosoftDefenderCloudBlog"},"author":{"__ref":"User:user:2457378"},"teaser@stripHtml({\"removeProcessingText\":true,\"truncateLength\":-1})":"","introduction":"","metrics":{"__typename":"MessageMetrics","views":420},"postTime":"2025-03-04T05:03:30.222-08:00","lastPublishTime":"2025-03-04T05:03:30.222-08:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" In today’s digital landscape, containerization is essential for modern application development, but it also expands the attack surface with risks like vulnerabilities in base images, misconfigurations, and malicious code injections.  \n Securing containers across their lifecycle is critical. Microsoft Defender for Cloud delivers end-to-end protection, evaluating threats at every stage—from development to runtime. Recent advancements further strengthen container security, making it a vital solution for safeguarding applications throughout the Software development lifecycle (SDLC).  \n Container software development lifecycle \n The lifecycle of containers involves several stages, during which the container evolves through different software artifacts. \n Container software supply chain\n \n It all starts with a container or docker script file, created or edited by developer in development phase, submitted into the code repository. \n Script file converts into a container image during the build phase via the CI/CD pipeline, submitted into container registry as part of the ship phase \n When a container image is deployed into a Kubernetes cluster, it transforms into running, ephemeral container instances, marking the transition to the runtime phase. \n \n A container may encounter numerous challenges throughout its transition from development to runtime. Ensuring its security requires maintaining visibility, mitigating risks, and implementing remediation measures at each stage of its journey. \n Microsoft Defender for Cloud's latest advancements in container security assist in securing your container's journey and safeguarding your containerized environments \n Command line interface (CLI) tool for container image scanning at build phase, is now in public preview \n Integrating security into every phase of your software development is crucial. \n To effectively incorporate container security evaluation early in the container lifecycle, particularly during the development phase, and to seamlessly integrate it into diverse DevSecOps ecosystems, the use of a Command Line Interface (CLI) is essential. \n This new capability of Microsoft Defender for Cloud provides an alternative method for assessing container image for security findings. This capability, available through a CLI abstract layer, allows for seamless integration into any tool or process, independently of Microsoft Defender for Cloud portal. \n Key purpose of Microsoft Defender for Cloud CLI: \n \n Expanding container security to cover the development phase, code repository phase, and CI/CD phase: \n \n o   Development phase: Developers can scan container images locally on Windows, Linux, or Mac OS using PowerShell or any scripting terminal. \n o   Code repository phase: Integrate the CLI into code repositories with webhook integrations like GitHub actions to scan and potentially abort pull requests based on findings. \n o   CI/CD phase: Scan container images in the CI/CD pipeline to detect and block vulnerabilities during the build stage. \n \n Invoke scanning on-demand for specific container images. \n Integrate easily into existing DevSecOps processes and tools. \n \n For more details watch the demo  CLI demo \n How it works \n Microsoft Defender for Cloud CLI requires authentication through API tokens. These tokens are managed via the Integrations section in the Microsoft Defender for Cloud Portal, by Security Administrators. \n Figure 3: API push tokens management \n\n The CLI supports Microsoft proprietary and third-party engines like Trivy, enabling vulnerability assessment of container images and generating results in SARIF format. It integrates with Microsoft Defender for Cloud for further analysis and helps incorporate security guardrails early in development. Additionally, it provides visibility of container artifacts' security posture from code to runtime and context essential for security issues remediations such as artifact owner and repo of origin. \n For more details, setup guides, and use cases, please refer to official documentation. \n Vulnerabilities assessment of container images in third party registries, now in public preview \n Container registries are centralized repositories used to store container images for the ship phase, prior deployment to Kubernetes clusters. They play an essential role in the container's software supply chain and accessing container images for vulnerabilities at this phase might be the last chance to prevent vulnerable images from reaching your production runtime environments. \n Many organizations use a mix of cloud-native (ACR, ECR, GCR, GAR) and 3 rd party container registries. To enhance coverage, Microsoft Defender for Cloud now offers vulnerability assessments for third-party registries like Docker Hub and Jfrog Artifactory. \n These are popular 3 rd party container registries. You can now integrate them into your Microsoft Defender for Cloud tenant to scan container images for security vulnerabilities, improving your organization's coverage of the container software supply chain. \n This integration offers key benefits: \n \n Automated vulnerability scanning: Automatically scans container images for known vulnerabilities, helping identify and fix security issues early. \n Continuous monitoring: Ensures that new vulnerabilities are promptly detected and addressed. \n Compliance management: Assists organizations in maintaining compliance by providing detailed security posture reports on container images and resources. \n Actionable security recommendations: Provides recommendations based on best practices to improve container security. \n \n Figure 4: Docker Hub & Jfrog Artifactory environments \n Figure 5: Jfrog Artifactory container images in Security Explorer \n\n To learn more please refer to official documentation for Docker Hub and Jfrog Artifactory. \n Azure Kubernetes Service (AKS) security dashboard for cluster admin view, now in public preview, provides granular visibility into container security directly within the AKS portal \n Microsoft Defender for Cloud aims to provide security insights relevant to each audience in the context of their existing tools & process, helping various roles prioritize security and build secure software applications essential to ensure your containers security across SDLC. \n To learn more please explore AKS Security Dashboard \n Conclusion \n Microsoft Defender for Cloud introduces groundbreaking advancements in container security, providing a robust framework to protect containerized applications. With integrated vulnerability assessment, malware detection, and comprehensive security insights, organizations can strengthen their security posture across the software development lifecycle (SDLC). \n These enhancements simplify security management, ensure compliance, and offer risk prioritization and visibility tailored to different audiences and roles. \n Explore the latest innovations in Microsoft Defender for Cloud to safeguard your containerized environments- New Innovations in Container Security with Unified Visibility and Investigations. ","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})@stringLength":"7157","kudosSumWeight":2,"repliesCount":0,"readOnly":false,"images":{"__typename":"AssociatedImageConnection","edges":[{"__typename":"AssociatedImageEdge","cursor":"MjUuMXwyLjF8b3wyNXxfTlZffDE","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mzg0OTI1LWhKRFJSag?revision=7\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuMXwyLjF8b3wyNXxfTlZffDI","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mzg0OTI1LTI0c3NqUw?revision=7\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuMXwyLjF8b3wyNXxfTlZffDM","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mzg0OTI1LW1Qb3pFNA?revision=7\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuMXwyLjF8b3wyNXxfTlZffDQ","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mzg0OTI1LWNsOFFrbg?revision=7\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuMXwyLjF8b3wyNXxfTlZffDU","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mzg0OTI1LU5iT1djaA?revision=7\"}"}}],"totalCount":5,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"videos":{"__typename":"VideoConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"coverImage":{"__typename":"UploadedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mzg0OTI1LWhKRFJSag?revision=7"},"coverImageProperties":{"__typename":"CoverImageProperties","style":"STANDARD","titlePosition":"BOTTOM","altText":""}},"Conversation:conversation:4374958":{"__typename":"Conversation","id":"conversation:4374958","topic":{"__typename":"BlogTopicMessage","uid":4374958},"lastPostingActivityTime":"2025-02-12T09:20:14.333-08:00","solved":false},"User:user:1910049":{"__typename":"User","uid":1910049,"login":"Hagai_Kestenberg","registrationData":{"__typename":"RegistrationData","status":null},"deleted":false,"avatar":{"__typename":"UserAvatar","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/dS0xOTEwMDQ5LVVveG5xUw?image-coordinates=719%2C0%2C1583%2C864"},"id":"user:1910049"},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mzc0OTU4LTd3QU1tNw?revision=13\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mzc0OTU4LTd3QU1tNw?revision=13","title":"new1.png","associationType":"BODY","width":1282,"height":548,"altText":""},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mzc0OTU4LUhocHpyUw?revision=13\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mzc0OTU4LUhocHpyUw?revision=13","title":"44.png","associationType":"BODY","width":1282,"height":548,"altText":""},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mzc0OTU4LU9paXQ3Sw?revision=13\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mzc0OTU4LU9paXQ3Sw?revision=13","title":"56.png","associationType":"BODY","width":975,"height":434,"altText":""},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mzc0OTU4LU9RSTN3Yg?revision=13\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mzc0OTU4LU9RSTN3Yg?revision=13","title":"B11.png","associationType":"BODY","width":1737,"height":582,"altText":""},"BlogTopicMessage:message:4374958":{"__typename":"BlogTopicMessage","subject":"Unveiling Kubernetes lateral movement and attack paths with Microsoft Defender for Cloud","conversation":{"__ref":"Conversation:conversation:4374958"},"id":"message:4374958","revisionNum":13,"uid":4374958,"depth":0,"board":{"__ref":"Blog:board:MicrosoftDefenderCloudBlog"},"author":{"__ref":"User:user:1910049"},"teaser@stripHtml({\"removeProcessingText\":true,\"truncateLength\":-1})":"","introduction":"","metrics":{"__typename":"MessageMetrics","views":1013},"postTime":"2025-02-07T09:56:44.704-08:00","lastPublishTime":"2025-02-12T09:20:14.333-08:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" The cloud security landscape is constantly evolving and securing containerized environments including Kubernetes is a critical piece of the puzzle.  \n Kubernetes environments provide exceptional flexibility and scalability, which are key advantages for modern infrastructure. However, the complex and intricate permissions structure of Kubernetes, combined with the dynamic, ephemeral nature of containers, introduces significant security challenges. Misconfigurations in permissions can easily go unnoticed, creating opportunities for unauthorized access or privilege escalation. The rapid lifecycle of resources in Kubernetes adds to the complexity of this issue, making it harder to maintain visibility and enforce a consistent security posture. Traditional security tools often lack the depth needed to map and analyze Kubernetes permissions effectively, leaving organizations vulnerable to security gaps. In this blog we will explore how Microsoft Defender for Cloud provides visibility to address these challenges with the recent addition of Kubernetes role-based access control (RBAC) into the cloud security graph. We'll analyze potential techniques attackers use to move laterally in Kubernetes environments and demonstrate how Microsoft Defender for Cloud provides visibility to these threats as attack paths. Finally, we will demonstrate how this advanced feature allows customers to identify Kubernetes RBAC bindings that don't follow security best practices with the security explorer capabilities. \n   \n Enhancing Security with Kubernetes RBAC Integration into the cloud security graph \n Defender for Cloud uses a cloud security graph to represent the data of your multicloud environment. This graph-based engine analyzes data on your cloud assets and their security posture, providing contextual analysis, attack path insights, and identify security risks with queries in the cloud security explorer. The introduction of Kubernetes RBAC into the cloud security graph addresses the visibility and security challenges posed by Kubernetes' complex permissions structure and dynamic workloads. By ingesting Kubernetes RBAC objects into the graph as nodes and edges, we create a more comprehensive picture of Kubernetes environment’s security posture. The cloud security graph leverages Kubernetes RBAC to map relationships between Kubernetes identities, Kubernetes objects, and cloud identities. This functionality uncovers additional attack paths and equips customers to proactively identify and mitigate threats in their cloud environments. \n   \n Revealing attackers techniques \n Visualizing potential lateral movement within a Kubernetes cluster can be challenging. Attackers who establish an initial foothold in the cluster may exploit various techniques to move laterally, accessing sensitive resources within the cluster and even extending to other cloud resources in the victim's environment. Let’s examine the techniques attackers use for lateral movement in Kubernetes environments and explore how identifying new attack paths, along with the factors enabling such movement, can support proactive threat remediation. \n \n Inner cluster lateral movement \n \n In Kubernetes, each pod is attached to a Kubernetes service account that determines the permissions of the pod in the cluster. By default, the service account associated with a pod allows it to interact with the Kubernetes API with minimal permissions, but it is often granted more privileges than required for its specific function. \n Attackers who compromise a container can exploit the container pod’s service account RBAC permissions to move laterally within the cluster and access sensitive resources. For instance, if the compromised service account has impersonation privileges, attackers can use them to act as a more privileged service account by leveraging impersonation headers, potentially leading to a full cluster takeover. \n   \n \n Cluster to cloud lateral movement \n \n In addition to lateral movement inside Kubernetes clusters, attackers could also use additional techniques to move laterally from the managed Kubernetes clusters to the cloud. \n \n \n \n Using the Instance Metadata Service (IMDS) \n \n \n \n In managed Kubernetes environments, each worker node is assigned a specific cloud identity or IAM role that gives it the necessary permissions to interact with the cloud provider's API to perform tasks that maintain cluster operations (such as autoscaling). To do this, the worker node can access the Instance Metadata Service (IMDS), which provides important details like configurations, settings, and the identity credentials of the node. The IMDS is accessible through a special IPv4 link-local address (169.254.169.254), allowing the worker node to securely retrieve its credentials and perform its tasks. \n If attackers gains control of a container in a managed Kubernetes cluster, they may attempt to query the IMDS endpoint to assume the IAM role or identity credentials associated with the worker node hosting the container. These credentials can then be exploited to access cloud resources, such as databases or compute instances outside the cluster. The potential damage caused by such an attack depends on the permissions of the worker node identity. \n   \n \n       2. Using the workload identity \n \n Workload identity in Azure, Google Cloud, and AWS as IAM Roles for Service Accounts (IRSA) or EKS Pod Identity, allows Kubernetes pods to authenticate to cloud services using cloud-native identity mechanisms without needing to manage long-lived credentials like API keys. In this setup, a pod is associated with a Kubernetes service account that is linked to a cloud identity (e.g., a GCP service account, Managed identity for Azure resources, or AWS IAM role), enabling the pod to access cloud resources securely. \n While this integration enhances security, if attackers compromise a pod that is using workload identity, they could exploit the cloud identity associated with that pod to access cloud resources. Depending on the permissions granted to the cloud identity or IAM role, the attackers could perform actions like reading sensitive data from cloud storage, interacting with databases, or even modifying infrastructure—potentially escalating the attack beyond the Kubernetes environment into the cloud platform itself. \n   \n \n Cloud to cluster lateral movement \n \n In cloud environments, managing access to Kubernetes clusters is critical to maintaining security. Cloud identities who are granted high-level permissions over Kubernetes clusters pose a potential security risk. If these identities have elevated permissions—such as the ability to create or modify resources within the cluster—an attacker who compromises their credentials can leverage these permissions to take full control of the cluster. \n Once attackers gain access to a privileged cloud account, they could manipulate Kubernetes configurations, create malicious workloads, or access sensitive data. This scenario could lead to a complete cluster takeover. \n   \n Using Defender for Cloud to prevent lateral movement \n Defender for Cloud  provides organizations with instant visibility into potential attack paths that attackers could exploit to move laterally within their cluster, enabling them to take preventive actions before an attack occurs. In the example shown in figure 1, an attack path is being generated to highlight how a vulnerable container can be exploited by an attacker to move laterally within the cluster and eventually achieve a full cluster takeover. This involves remotely compromising the vulnerable container, leveraging the Kubernetes service account linked to the pod, and impersonating a more privileged service account to gain control over the cluster. \n   \n \n In another example,  as shown in figure 2, the attack path illustrates how an attacker can exploit a vulnerable container to move laterally from the cluster to cloud resources outside of it by leveraging the pod service account's associated cloud identity. \n \n With the visibility provided by these attack paths, security teams can take actions prior to an attack taking place i.e. block external access to the container unless absolutely required, ensure the vulnerability is addressed and verify if the pod service account permissions are indeed required. \n   \n Kubernetes risk hunting with the cloud security explorer \n In addition to the attack paths capabilities, Defender for Cloud's contextual security capabilities assist security teams in reducing the risk of Kubernetes RBAC misconfigurations. \n By executing graph-based queries on the cloud security graph using the cloud security explorer, security teams can proactively identify risks within a multicloud Kubernetes environments. By utilizing the query builder, teams can search for and locate risks associated with Kubernetes identities and workloads, enabling them to preemptively address potential threats. \n The cloud security explorer provides you with the ability to perform proactive exploration, along with built-in query templates that are dedicated to Kubernetes RBAC risks. \n \n Beyond cloud security \n As the cloud security graph is part of Microsoft enterprise exposure graph, customers can gain further visibility beyond the cloud boundary. By using Microsoft enterprise exposure management, customers will be able to see not only the lateral movement from K8s to the cloud and vice versa, but also how the identities used by the attacker can be further used to move laterally to additional assets in the organization, and how breach of an on-prem asset can lead to lateral movement to Kubernetes assets in the cloud. In the example shown in figure 4, we have an attack path that highlights how a vulnerable device can be exploited by an attacker to move laterally from an on-prem environment to Kubernetes cluster located in the cloud. This process includes remotely compromising the vulnerable device, extracting the browser cookie stored on it, and using that cookie to authenticate as a cloud identity with elevated permissions to access a Kubernetes cluster in the cloud. \n \n Conclusion - A brighter future for Kubernetes security \n The introduction of Kubernetes RBAC into the cloud security graph represents a significant advancement in securing Kubernetes’ environments. By providing comprehensive visibility into the complex permissions structure and dynamic workloads of Kubernetes, Microsoft Defender for Cloud enables organizations to proactively identify and mitigate potential security risks. This enhanced visibility not only helps in uncovering new attack paths and lateral movement threats but also supports the enforcement of security best practices within Kubernetes clusters. \n To start leveraging these new features in Microsoft Defender for Cloud, ensure either Defender for Container or Defender CSPM is enabled in your cloud environments. For additional guidance or support, visit our deployment guide. \n Learn more \n If you haven’t already, check out our previous blog post that introduced this journey: Elevate Your Container Posture: From Agentless Discovery to Risk Prioritization. ","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})@stringLength":"11253","kudosSumWeight":6,"repliesCount":0,"readOnly":false,"images":{"__typename":"AssociatedImageConnection","edges":[{"__typename":"AssociatedImageEdge","cursor":"MjUuMXwyLjF8b3wyNXxfTlZffDE","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mzc0OTU4LTd3QU1tNw?revision=13\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuMXwyLjF8b3wyNXxfTlZffDI","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mzc0OTU4LUhocHpyUw?revision=13\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuMXwyLjF8b3wyNXxfTlZffDM","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mzc0OTU4LU9paXQ3Sw?revision=13\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuMXwyLjF8b3wyNXxfTlZffDQ","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mzc0OTU4LU9RSTN3Yg?revision=13\"}"}}],"totalCount":4,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"videos":{"__typename":"VideoConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"coverImage":null,"coverImageProperties":{"__typename":"CoverImageProperties","style":"STANDARD","titlePosition":"BOTTOM","altText":""}},"Conversation:conversation:4373483":{"__typename":"Conversation","id":"conversation:4373483","topic":{"__typename":"BlogTopicMessage","uid":4373483},"lastPostingActivityTime":"2025-02-04T09:06:04.404-08:00","solved":false},"User:user:13689":{"__typename":"User","uid":13689,"login":"Yura_Lee","registrationData":{"__typename":"RegistrationData","status":null},"deleted":false,"avatar":{"__typename":"UserAvatar","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/dS0xMzY4OS01MzE4ODNpNzJCRTEwOThBMzBDNUNCRg"},"id":"user:13689"},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00MzczNDgzLUdma1pxTw?revision=1\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00MzczNDgzLUdma1pxTw?revision=1","title":"CxE cat.png","associationType":"COVER","width":333,"height":191,"altText":""},"BlogTopicMessage:message:4373483":{"__typename":"BlogTopicMessage","subject":"Microsoft Defender for Cloud Customer Newsletter","conversation":{"__ref":"Conversation:conversation:4373483"},"id":"message:4373483","revisionNum":1,"uid":4373483,"depth":0,"board":{"__ref":"Blog:board:MicrosoftDefenderCloudBlog"},"author":{"__ref":"User:user:13689"},"teaser@stripHtml({\"removeProcessingText\":true,\"truncateLength\":-1})":"","introduction":"February edition","metrics":{"__typename":"MessageMetrics","views":763},"postTime":"2025-02-04T09:06:04.404-08:00","lastPublishTime":"2025-02-04T09:06:04.404-08:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" What's new in Defender for Cloud? \n Baseline Linux feature has been updated to improve its accuracy and coverage. For more information, please visit this page.   \n Container vulnerability assessment enhancements \n Containers Vulnerability Assessment scanning, powered by MDVM, has the following updates: Support for PHP, Ruby and Rust programming languages, extended Java Language support including exploded JARs and improved memory usage. \n For more details, please refer to our announcement.  \n Blogs of the month \n In January, our team published the following blog posts we would like to share: \n \n Considerations for risk identification and prioritization \n Elevating Runtime Protection \n Bringing AppSec and CloudSec Together: MDC integrates with Endor Labs \n Boost security with API Posture Management \n \n GitHub Community \n Activate Defender for Servers on a resource level with this PowerShell script.   \n Visit our GitHub page for more content! \n Defender for Cloud in the field \n Watch the latest Defender for Cloud in the Field YouTube episodes here: \n \n Onboarding Docker Hub and JFrog Artifactory \n New AKS Security Dashboard in MDC \n \n Visit our YouTube page! \n Customer journeys \n Discover how other organizations successfully use Microsoft Defender for Cloud to protect their cloud workloads. This month we are featuring Mia Labs, Inc., a conversational AI virtual assistant startup for auto dealerships. Mia Labs, Inc., leverages OpenAI enriched with Azure AI technologies to help identify sales and service opportunities within the automotive industry. Further, they use Defender for Cloud to provide contextual AI security posture management via CSPM capabilities and protects AI workloads with runtime security alerts. Together, Mia Labs, Inc., was able to detect numerous jailbreak attacks, one of the most common threats to generative AI systems. \n Security community webinars \n Join our experts in the upcoming webinars to learn what we are doing to secure your workloads running in Azure and other clouds. Check out our upcoming webinars this month in the link below! \n \n I would like to register \n Watch past webinars \n \n We offer several customer connection programs within our private communities. By signing up, you can help us shape our products through activities such as reviewing product roadmaps, participating in co-design, previewing features, and staying up-to-date with announcements. Sign up at aka.ms/JoinCCP. \n We greatly value your input on the types of content that enhance your understanding of our security products. Your insights are crucial in guiding the development of our future public content. We aim to deliver material that not only educates but also resonates with your daily security challenges. Whether it’s through in-depth live webinars, real-world case studies, comprehensive best practice guides through blogs, or the latest product updates, we want to ensure our content meets your needs. Please submit your feedback on which of these formats do you find most beneficial and are there any specific topics you’re interested in https://aka.ms/PublicContentFeedback. \n Note: If you want to stay current with Defender for Cloud and receive updates in your inbox, please consider subscribing to our monthly newsletter: https://aka.ms/MDCNewsSubscribe ","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})@stringLength":"3352","kudosSumWeight":0,"repliesCount":0,"readOnly":false,"images":{"__typename":"AssociatedImageConnection","edges":[{"__typename":"AssociatedImageEdge","cursor":"MjUuMXwyLjF8b3wyNXxfTlZffDE","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00MzczNDgzLUdma1pxTw?revision=1\"}"}}],"totalCount":1,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"videos":{"__typename":"VideoConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"coverImage":{"__typename":"UploadedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00MzczNDgzLUdma1pxTw?revision=1"},"coverImageProperties":{"__typename":"CoverImageProperties","style":"STANDARD","titlePosition":"BOTTOM","altText":""}},"Conversation:conversation:4102865":{"__typename":"Conversation","id":"conversation:4102865","topic":{"__typename":"BlogTopicMessage","uid":4102865},"lastPostingActivityTime":"2025-01-30T12:16:01.095-08:00","solved":false},"User:user:2387491":{"__typename":"User","uid":2387491,"login":"yotamatad","registrationData":{"__typename":"RegistrationData","status":null},"deleted":false,"avatar":{"__typename":"UserAvatar","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/m_assets/avatars/default/avatar-9.svg?time=0"},"id":"user:2387491"},"BlogTopicMessage:message:4102865":{"__typename":"BlogTopicMessage","subject":"Microsoft Defender for Cloud Free Trial per Plan","conversation":{"__ref":"Conversation:conversation:4102865"},"id":"message:4102865","revisionNum":3,"uid":4102865,"depth":0,"board":{"__ref":"Blog:board:MicrosoftDefenderCloudBlog"},"author":{"__ref":"User:user:2387491"},"teaser@stripHtml({\"removeProcessingText\":true,\"truncateLength\":-1})":" Explore Different Security Plans with the \"Trial per Plan\" Feature in Microsoft Defender for Cloud ","introduction":"","metrics":{"__typename":"MessageMetrics","views":4862},"postTime":"2024-04-02T05:10:51.364-07:00","lastPublishTime":"2025-01-30T12:16:01.095-08:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" Important Note: The new “Trial per Plan” feature applies only to Azure. In AWS and GCP, the 30-day free trial remains once per account/project—not per plan. Below, we’ll cover how “Trial per Plan” works in Azure, the benefits it brings, and strategies for making the most of it. Introduction MDC is rolling out the \"Trial per Plan\" for Azure.  This change is designed with flexibility and customer needs in mind. \n Before diving into the nitty-gritty details, let's summarize what this blog will cover. We'll explore the essence of the new \"Trial per Plan\" feature, how it differs from the previous trial setup, the benefits it brings to the table, and how you can make the most out of this opportunity. This feature is poised to change the game for how businesses test and implement security measures, ensuring that each plan you explore is fully leveraged to protect your digital assets without immediate financial commitment. \n   \n The Transformation of Free Trials (Azure) \n Historically, on Azure, Microsoft Defender for Cloud offered new users a 30-day free trial, commencing from the activation of their first plan. While beneficial, this model posed limitations. If a user activated the D4Servers plan and, 20 days later, decided to explore the DCSPM plan, the latter would only enjoy a 10-day free trial. Moreover, any plans activated post the initial 30-day window would incur immediate charges, potentially deterring users from exploring the full spectrum of MDC's offerings. \n The \"Trial per Plan\" feature for Azure elegantly addresses these concerns by resetting the clock with each new plan activation. This means if you start with the D4Servers plan, you get 30 days free, and should you decide to activate the DCSPM plan later, regardless of the timing, another 30-day free trial kicks off for that specific plan. \n Note: In AWS and GCP, the 30-day free trial still applies once per account (AWS) or once per project (GCP), not per plan. \n Unpacking the Benefits (Azure) \n \n Enhanced Flexibility and Exploration: Users can now explore the vast landscape of MDC's security solutions without the pressure of a ticking clock tied to the initial activation. This allows for a more thorough evaluation of how each plan suits your unique security needs. \n Cost-Effective Security Trials: By offering 30 days free for each plan, businesses can stagger the implementation of different plans based on their security roadmap without financial constraints, ensuring they're only investing in what truly meets their needs. \n Strategic Deployment: Organizations can prioritize immediate security needs with one plan and later adopt additional plans as their security posture evolves. This strategic approach to deploying MDC's capabilities ensures that businesses are always one step ahead. \n \n   \n Making the Most of \"Trial per Plan\" (Azure) \n To leverage this new feature to its fullest, consider the following strategies: \n \n Assess Your Needs: Start with a plan that addresses your most pressing security concerns. Utilize the 30-day trial to evaluate its impact and effectiveness. \n Plan Your Security Roadmap: Outline a timeline for when you might explore additional plans. This ensures you're not only maximizing the trial periods but also systematically enhancing your security posture. \n Stay Informed: Keep abreast of any updates or new plans introduced by MDC. New features could offer solutions to challenges you're facing or enhance your security in ways you hadn't considered. \n Feedback Loop: Utilize the trial periods to provide feedback to Microsoft. This can lead to tailored advice from their team and influence future updates, making the tool even more beneficial for your specific needs. \n \n   \n Conclusion: A New Horizon for Cloud Security (Azure) \n Microsoft Defender for Cloud's \"Trial per Plan\" marks a significant milestone in the journey towards more accessible, flexible, and comprehensive cloud security. By reimagining how free trials can serve the evolving needs of businesses, Microsoft has once again demonstrated its dedication to not just meeting but exceeding the expectations of its users. As you embark on this new trial journey, remember that each step forward with MDC is a stride towards a more secure and resilient digital future. \n So, what are you waiting for? Dive into the depths of Microsoft Defender for Cloud's offerings and unlock the true potential of cloud security, one plan at a time. Your journey towards a more secure cloud environment, supported by strategic, cost-effective explorations, starts now. ","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})@stringLength":"4591","kudosSumWeight":0,"repliesCount":0,"readOnly":false,"images":{"__typename":"AssociatedImageConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"videos":{"__typename":"VideoConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"coverImage":null,"coverImageProperties":{"__typename":"CoverImageProperties","style":"STANDARD","titlePosition":"BOTTOM","altText":""}},"Conversation:conversation:4285436":{"__typename":"Conversation","id":"conversation:4285436","topic":{"__typename":"BlogTopicMessage","uid":4285436},"lastPostingActivityTime":"2025-01-17T07:00:00.026-08:00","solved":false},"User:user:2449051":{"__typename":"User","uid":2449051,"login":"EyalGur","registrationData":{"__typename":"RegistrationData","status":null},"deleted":false,"avatar":{"__typename":"UserAvatar","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/m_assets/avatars/default/avatar-8.svg?time=0"},"id":"user:2449051"},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LW85cUVmeA?revision=9\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LW85cUVmeA?revision=9","title":"image.png","associationType":"BODY","width":694,"height":694,"altText":""},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LTJkZnh0dw?revision=9\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LTJkZnh0dw?revision=9","title":"image.png","associationType":"BODY","width":884,"height":647,"altText":""},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LWFWdUdxWA?revision=9\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LWFWdUdxWA?revision=9","title":"clipboard_image-1-1737019020337.png","associationType":"BODY","width":943,"height":313,"altText":""},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LTg1RENORw?revision=9\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LTg1RENORw?revision=9","title":"image.png","associationType":"BODY","width":940,"height":618,"altText":""},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LVFzckxLSg?revision=9\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LVFzckxLSg?revision=9","title":"image.png","associationType":"BODY","width":940,"height":471,"altText":""},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LUpTSGFlWg?revision=9\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LUpTSGFlWg?revision=9","title":"image.png","associationType":"BODY","width":940,"height":471,"altText":""},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LVU0MVo1cw?revision=9\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LVU0MVo1cw?revision=9","title":"image.png","associationType":"BODY","width":940,"height":406,"altText":""},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LURtS0EzVQ?revision=9\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LURtS0EzVQ?revision=9","title":"image.png","associationType":"BODY","width":940,"height":535,"altText":""},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LXB4VmpJWA?revision=9\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LXB4VmpJWA?revision=9","title":"image.png","associationType":"BODY","width":940,"height":469,"altText":""},"BlogTopicMessage:message:4285436":{"__typename":"BlogTopicMessage","subject":"Microsoft Defender for Cloud - Elevating Runtime Protection","conversation":{"__ref":"Conversation:conversation:4285436"},"id":"message:4285436","revisionNum":9,"uid":4285436,"depth":0,"board":{"__ref":"Blog:board:MicrosoftDefenderCloudBlog"},"author":{"__ref":"User:user:2449051"},"teaser@stripHtml({\"removeProcessingText\":true,\"truncateLength\":-1})":"","introduction":"","metrics":{"__typename":"MessageMetrics","views":2672},"postTime":"2025-01-17T07:00:00.026-08:00","lastPublishTime":"2025-01-17T07:00:00.026-08:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":"   \n In today's rapidly evolving digital landscape, runtime security is crucial for maintaining the integrity of applications in containerized environments.  As threats become increasingly sophisticated, the demand for more adaptive protection continues to rise. Attackers are no longer relying on generic exploits — they are actively targeting vulnerabilities in container configurations, runtime processes, and shared resources. From injecting malicious code to escalating privileges and exploiting kernel vulnerabilities, their tactics are constantly evolving. \n Overcoming these challenges requires continuous monitoring, validating container immutability, and detecting anomalies to prevent and respond to threats in real time, ensuring container security throughout their lifecycle. Building on these best practices, Microsoft Defender for Cloud delivers advanced and innovative runtime threat protection for containerized environments, providing real-time defense and adaptive security to address evolving threats head-on. \n Empowering SOC with real-time threat detection \n At the heart of our enhanced runtime protection lies our advanced detection capabilities. To stay ahead of evolving threats and offer near real-time threat detection, Microsoft Defender for Cloud is proud to announce significant advancements in its unique eBPF sensor. This sensor now provides Kubernetes alerts, powered by Microsoft Defender for Endpoint (MDE) detection engine in the backend.  Leveraging Microsoft’s industry-leading security expertise, we've tailored MDE's robust security capabilities to specifically address the unique challenges of containerized environments. By carefully validating detections against container-specific threat landscapes, adding relevant context, and adjusting alerts as needed, we've optimized the solution for maximum accuracy and effectiveness that is needed for cloud-native environments. \n By utilizing the MDE detection engine, we offer the following enhancements: \n \n Near real-time detection: Our solution provides timely alerts, enabling you to respond quickly to threats and minimize their impact. \n Expanded threat coverage: We've expanded our detection capabilities to cover a broader range of threats such as binary drift and additional threat matrix coverage. \n Enhanced visibility: Gain deeper insights into your container environment with detailed threat information and context that is sent to Defender XDR for further investigation. \n \n Switching between multiple portals leaves customers with a fragmented view of their security landscape, hindering their ability to investigate and respond to security incidents efficiently. To combat this, Defender for Cloud alerts are integrated with Defender XDR. By centralizing alerts from both solutions within Defender XDR, customers can gain comprehensive visibility of their security landscape and simplify incident detection, investigation, and response effectively. \n Introducing binary drift detection to maintain optimal security and performance, containerized applications should strictly adhere to their defined boundaries. With binary drift detection in place, unauthorized code injections can be swiftly identified. By comparing the modified container image against the original, the system detects any discrepancies, enabling timely response to potential threats. \n By combining binary drift detection with other security measures, organizations can reduce the risk of exploitation and protect their containerized applications from malicious attacks. \n An example of binary drift detection \n \n   \n Key takeaways from above illustration: \n \n Common Vulnerability and Exposures (CVE) pose significant risks to containerized environments. \n Binary drift detection can help identify unauthorized changes to container images, even if they result from CVE exploitation. \n Regular patching and updating of container images are crucial to prevent vulnerabilities. \n \n   \n In some customer environments, it's common to deviate from best practices. For example, tasks like debugging and monitoring often require running processes that aren’t part of the original container image. To handle this, we offer binary drift detection along with a flexible policy system. This lets you choose when to receive alerts or ignore them. You can customize these settings based on your cloud environment or by filtering specific Kubernetes resources. \n   \n \n Learn more about binary drift detection \n For a deep dive into binary drift detection and how it can enhance your container security posture, please see Container, Security, Kubernetes. \n   \n Presenting new scenario-driven alert simulation \n Simulate real-world attack scenarios within your containerized environments with this innovative simulator, enabling you to test your detection capabilities and response procedures. You can enhance your security posture and protect your containerized environments from emerging threats by leveraging this powerful tool. \n  Examples of some of the attack scenarios that can be simulated using this tool are:  \n \n Reconnaissance activity: Mimic the actions of attackers as they gather information about your cluster. \n Cluster-to-cloud: Simulate lateral movement as attackers attempt to spread across your environment. \n Secret gathering: Test your ability to detect attempts to steal sensitive information. \n Crypto-mining activity: Simulate the impact of resource-intensive crypto-mining operations. \n Webshell invocation: Test your detection capabilities for malicious web shells. \n \n You can gain valuable insights into your security controls and identify areas for improvement. This tool provides a safe and controlled environment to practice incident response, ensuring that your team is well-prepared to handle real-world threats. \n Key benefits of scenario-driven alert simulation: \n \n Test detection capabilities: Validate your ability to identify and respond to various attack types. \n Validate response procedures: Ensure your incident response teams are prepared to handle real-world threats. \n Identify gaps in security: Discover weaknesses in your security posture and address them proactively. \n Improve incident response time: Practice handling simulated incidents to reduce response times in real-world situations. \n \n   \n Alert simulation tool \n \n   \n Enhancing Cloud Detection and Response (CDR) \n From detection to resolution, we've streamlined every step of the process to ensure robust and efficient threat management. By enabling better visibility, faster investigation, and precise response capabilities, SOC teams can confidently address container threats, reducing risks and operational disruptions across multi-cloud environments. \n Cloud-native response actions for containers \n Swift and precise containment is critical in dynamic, containerized environments. To address this, we’ve introduced cloud-native response actions in Defender XDR, enabling SOC teams to: \n \n Cut off unauthorized pod access and prevent lateral movement by instantly isolating compromised pods. \n Stop ongoing malicious pod activity and minimize impact by terminating compromised pods with a single click. \n \n These capabilities are specifically designed to meet the unique challenges of multi-cloud ecosystems, empowering security teams to reduce Mean Time to Resolve (MTTR) and ensure operational continuity. \n Response actions \n \n Action center view \n \n   \n Log collection in advanced hunting Limited visibility in Kubernetes activities, cloud infrastructure changes, and runtime processes weakens effective threat detection and investigation in containerized environments. To bridge this gap, we’ve enhanced Defender XDR’s advanced hunting experience by collecting: \n \n KubeAudit logs: Delivering detailed insights into Kubernetes events and activities. \n Azure Control Plane logs: Providing a comprehensive view of cloud infrastructure activities. \n Process events: Capturing detailed runtime activity. \n \n This enriched data enables SOC teams to do deeper investigations, hunt for advanced threats, and create custom detection rules. With full visibility across AKS, EKS, and GKE, these capabilities strengthen defenses and support proactive security strategies. \n   \n Advance hunting view \n \n Accelerating investigations with built-in queries  \n Lengthy investigation processes can delay incident resolution and can potentially lead to a successful attack attempt. To address this, we’ve equipped go hunt with pre-built queries specifically tailored for cloud and containerized threats. These built-in queries allow SOC teams to: \n \n Focus their time in quickly identifying attacker activity and not write custom queries. \n Gain insights in minutes vs. hours, reducing the investigation time enormously. \n \n This streamlined approach enhances SOC efficiency, ensuring that teams spend more time on remediation and less on query development. \n   \n Go hunt view \n \n   \n Bridging knowledge gaps with guided response using Microsoft Security Copilot \n Many security teams, especially those working in complex environments like containers, may not have deep expertise in every aspect of container threat response. Additionally, security teams might encounter threats or vulnerabilities they haven’t seen before. We are excited to integrate with Security Copilot to bridge this gap. Security Copilot serves as a valuable tool that offers: \n \n Step-by-step, context-rich guidance for each incident. \n Tailored recommendations for effective threat containment and remediation. \n \n By leveraging AI-driven insights, Security Copilot empowers SOC teams of varying expertise levels to navigate incidents with precision, ensuring consistent and effective responses across the board. \n   \n Security copilot recommendations \n \n Summary \n Microsoft Defender for Cloud has introduced significant advancements in runtime protection for containerized environments. By leveraging the Microsoft Defender for Endpoint (MDE) detection engine, this solution now offers near real-time threat detection, enhancing threat visibility and response capabilities. A key feature, binary drift detection, monitors changes in container images to identify unauthorized modifications and prevent security breaches. Additionally, the integration with Defender XDR centralizes alerts, providing comprehensive visibility and simplifying incident detection, investigation, and response. With enhanced cloud-native response actions and advanced hunting capabilities, SOC teams can confidently address container threats, reducing risks and operational disruptions across multi-cloud environments. \n   \n Learn more \n Ready to elevate your container security? Experience the power of our new features firsthand with our cutting-edge simulator—test them in your containerized environments and see the difference!  Alerts for Kubernetes Clusters - Microsoft Defender for Cloud | Microsoft Learn \n   ","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})@stringLength":"11074","kudosSumWeight":4,"repliesCount":0,"readOnly":false,"images":{"__typename":"AssociatedImageConnection","edges":[{"__typename":"AssociatedImageEdge","cursor":"MjUuMXwyLjF8b3wyNXxfTlZffDE","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LW85cUVmeA?revision=9\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuMXwyLjF8b3wyNXxfTlZffDI","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LTJkZnh0dw?revision=9\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuMXwyLjF8b3wyNXxfTlZffDM","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LWFWdUdxWA?revision=9\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuMXwyLjF8b3wyNXxfTlZffDQ","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LTg1RENORw?revision=9\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuMXwyLjF8b3wyNXxfTlZffDU","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LVFzckxLSg?revision=9\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuMXwyLjF8b3wyNXxfTlZffDY","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LUpTSGFlWg?revision=9\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuMXwyLjF8b3wyNXxfTlZffDc","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LVU0MVo1cw?revision=9\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuMXwyLjF8b3wyNXxfTlZffDg","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LURtS0EzVQ?revision=9\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuMXwyLjF8b3wyNXxfTlZffDk","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00Mjg1NDM2LXB4VmpJWA?revision=9\"}"}}],"totalCount":9,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"videos":{"__typename":"VideoConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"coverImage":null,"coverImageProperties":{"__typename":"CoverImageProperties","style":"STANDARD","titlePosition":"BOTTOM","altText":""}},"Conversation:conversation:4360096":{"__typename":"Conversation","id":"conversation:4360096","topic":{"__typename":"ForumTopicMessage","uid":4360096},"lastPostingActivityTime":"2025-01-12T15:49:38.551-08:00","solved":false},"Forum:board:MicrosoftDefenderCloud":{"__typename":"Forum","id":"board:MicrosoftDefenderCloud","displayId":"MicrosoftDefenderCloud","nodeType":"board","conversationStyle":"FORUM","title":"Microsoft Defender for Cloud","shortTitle":"Microsoft Defender for Cloud","parent":{"__ref":"Category:category:microsoft-defender-for-cloud"}},"User:user:1984783":{"__typename":"User","uid":1984783,"login":"bimalashrestha","registrationData":{"__typename":"RegistrationData","status":null},"deleted":false,"avatar":{"__typename":"UserAvatar","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/m_assets/avatars/default/avatar-4.svg?time=0"},"id":"user:1984783"},"ForumTopicMessage:message:4360096":{"__typename":"ForumTopicMessage","subject":"How to check the standard policy is working? Is there any report tracking?","conversation":{"__ref":"Conversation:conversation:4360096"},"id":"message:4360096","revisionNum":1,"uid":4360096,"depth":0,"board":{"__ref":"Forum:board:MicrosoftDefenderCloud"},"author":{"__ref":"User:user:1984783"},"metrics":{"__typename":"MessageMetrics","views":33},"postTime":"2024-12-23T02:13:08.746-08:00","lastPublishTime":"2024-12-23T02:13:08.746-08:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" How to check the standard policy is working? Is there any report tracking? https://learn.microsoft.com/en-us/azure/defender-for-cloud/create-custom-recommendations ","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})@stringLength":"165","kudosSumWeight":0,"repliesCount":1,"readOnly":false,"images":{"__typename":"AssociatedImageConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"videos":{"__typename":"VideoConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"Conversation:conversation:4363214":{"__typename":"Conversation","id":"conversation:4363214","topic":{"__typename":"BlogTopicMessage","uid":4363214},"lastPostingActivityTime":"2025-01-06T11:56:21.433-08:00","solved":false},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00MzYzMjE0LXpRUVRaNQ?revision=1\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00MzYzMjE0LXpRUVRaNQ?revision=1","title":"CxE cat.png","associationType":"COVER","width":333,"height":191,"altText":""},"BlogTopicMessage:message:4363214":{"__typename":"BlogTopicMessage","subject":"Microsoft Defender for Cloud Customer Newsletter","conversation":{"__ref":"Conversation:conversation:4363214"},"id":"message:4363214","revisionNum":1,"uid":4363214,"depth":0,"board":{"__ref":"Blog:board:MicrosoftDefenderCloudBlog"},"author":{"__ref":"User:user:13689"},"teaser@stripHtml({\"removeProcessingText\":true,\"truncateLength\":-1})":"","introduction":"January edition","metrics":{"__typename":"MessageMetrics","views":625},"postTime":"2025-01-06T11:56:21.433-08:00","lastPublishTime":"2025-01-06T11:56:21.433-08:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" What's new in Defender for Cloud? \n Defender for Cloud’s CSPM sensitive scanning capabilities now include Azure files. This feature is in GA. Learn more about it here.  \n File integrity monitoring (FIM) update \n Staring June 2025, FIM requires a minimum Defender for Endpoint (MDE) client version. For Windows devices, please make sure you have Windows 10.8760 or later and for Linux, 30.124082. For more details, please refer to our documentation.  \n Blogs of the month \n   \n   \n In December, our team published the following blog posts we would like to share: \n \n \n AKS Security Dashboard \n Strategy to Execution: Operationalizing Microsoft Defender CSPM \n MDC Named a Leader in Frost Radar TM for CNAPP for the 2nd Year in a Row! \n \n \n GitHub Community \n Learn more about MDC and XDR integration by following this lab – module 25. \n Visit our GitHub page.  \n Defender for Cloud in the field \n \n MDC Ignite updates 2024 \n Cloud detection response (CDR) for Defender for Containers \n Improvements in Container's posture management \n \n Visit our YouTube page! \n Customer journey \n Discover how other organizations successfully use Microsoft Defender for Cloud to protect their cloud workloads. This month we are featuring Properstar, a leading real estate platform, partnered with Microsoft to simplify unstructured real estate data and leverage dynamic AI-powered solutions like Azure Open AI to provide relevant search results. Then, they were able to scale up, using Defender for Cloud to implement data protection and regulatory compliance. \n Security community webinars \n Join our experts in the upcoming webinars to learn what we are doing to secure your workloads running in Azure and other clouds. Check out our upcoming webinars this month in the link below! \n \n I would like to register \n Watch past webinars \n \n We offer several customer connection programs within our private communities. By signing up, you can help us shape our products through activities such as reviewing product roadmaps, participating in co-design, previewing features, and staying up-to-date with announcements. Sign up at aka.ms/JoinCCP. \n We greatly value your input on the types of content that enhance your understanding of our security products. Your insights are crucial in guiding the development of our future public content. We aim to deliver material that not only educates but also resonates with your daily security challenges. Whether it’s through in-depth live webinars, real-world case studies, comprehensive best practice guides through blogs, or the latest product updates, we want to ensure our content meets your needs. Please submit your feedback on which of these formats do you find most beneficial and are there any specific topics you’re interested in https://aka.ms/PublicContentFeedback. \n Note: If you want to stay current with Defender for Cloud and receive updates in your inbox, please consider subscribing to our monthly newsletter: https://aka.ms/MDCNewsSubscribe 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for Cloud Blade in AKS Portal2.png","associationType":"BODY","width":4408,"height":2119,"altText":""},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00MzU2NzU0LVowT1RhRg?revision=14\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00MzU2NzU0LVowT1RhRg?revision=14","title":"Vulnarability asseement 2.png","associationType":"BODY","width":3788,"height":1857,"altText":""},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00MzU2NzU0LURydUw5NA?revision=14\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00MzU2NzU0LURydUw5NA?revision=14","title":"Quick fix for security 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Dashboard","conversation":{"__ref":"Conversation:conversation:4356754"},"id":"message:4356754","revisionNum":14,"uid":4356754,"depth":0,"board":{"__ref":"Blog:board:MicrosoftDefenderCloudBlog"},"author":{"__ref":"User:user:2672158"},"teaser@stripHtml({\"removeProcessingText\":true,\"truncateLength\":-1})":"","introduction":"Security Centered Visibility for Infrastructure Teams – Powered by Microsoft Defender for Cloud\n","metrics":{"__typename":"MessageMetrics","views":1066},"postTime":"2024-12-12T04:51:58.402-08:00","lastPublishTime":"2024-12-12T05:58:59.196-08:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" In today’s digital landscape, the speed of development and security must go hand in hand. Applications are being developed and deployed faster than ever before. Containerized application developers and platform teams enjoy the flexibility and scale that Kubernetes has brought to the software development world. Open-source code and tools have transformed the industry - but with speed comes increased risk and a growing attack surface. \n However, in vast parts of the software industry, developers and platform engineering teams find it challenging to prioritize security. They are required to deliver features quickly and security practices can sometimes be seen as obstacles that slow down the development process. Lack of knowledge or awareness of the latest security threats and best practices make it challenging to build secure applications. \n The new Azure Kubernetes Service (AKS) security dashboard aims to alleviate these pains by providing comprehensive visibility and automated remediation capabilities for security issues, empowering platform engineering teams to secure their Kubernetes environment more effectively and easily. \n Consolidating security and operational data in one place directly within the AKS portal allows engineers to benefit from a unified view of their Kubernetes environment. Enabling more efficient detection, and remediation of security issues, with minimal disruption to their workflows. Eventually reducing the risk of oversight security issues and improving remediation cycles. \n   \n To leverage the AKS security dashboard, navigate to the Microsoft Defender for Cloud section in the AKS Azure portal. \n   \n \n   \n If your cluster is already onboarded to Defender for Containers or Defender CSPM, security recommendations will appear on the dashboard. If not, it may take up to 24 hours after onboarding before Defender for Cloud scans your cluster and delivers insights. \n Security issues identified in the cluster, surfaced in the dashboard are prioritized to risk. Risk level is dynamically calculated by an automatic attack path engine operating behind the scenes. This engine assesses the exploitability of security issues by considering multiple factors, such as cluster RBAC (Role Based Access Control), known exploitability in the wild, internet exposure, and more. Learn more about how Defender for Cloud calculates risk. \n Security issues surfaced in the dashboard are divided into different tabs: \n Runtime environment vulnerability assessment: \n The dynamic and complex nature of Kubernetes environments means that vulnerabilities can arise from multiple sources, with different ownership for the fix. \n For vulnerabilities originating from the containerized application code, Defender for Cloud will point out every vulnerable container running in the cluster. For each vulnerable container Defender for cloud will surface remediation guidelines that include the list of vulnerable software packages and specify the version that contains the fix. The scanning of container images powered by Microsoft Defender Vulnerability Management (MDVM) includes scanning of both OS packages and language specific packages see the full list of the supported OS and their versions. \n   \n \n   \n For vulnerabilities originating from the AKS infrastructure, Defender for cloud will include a list of all identified CVEs (common vulnerabilities and exposures) and recommend next steps for remediation. Remediation may include upgrading the Node pool image version or the AKS version itself. \n Since new vulnerabilities are discovered daily, even if a scanning tool is deployed as part of the CI/CD process, runtime scan can’t be overlooked. Defender for cloud makes sure Kubernetes workloads are scanned daily compared to an up-to-date vulnerability list. \n Security misconfigurations: \n Security misconfigurations are also highlighted in the AKS security dashboard, empowering developers and platform teams to execute fixes that can significantly minimize the attack surface. In some cases, changing a single line of code in a container's YAML file, without affecting application functionality, can eliminate a significant attack vector. Each security misconfiguration highlighted in the AKS security dashboard includes manual remediation steps, and where applicable, an automated fix button is also available. \n   \n \n   \n For containers misconfigurations, a quick link to a built-in Azure policy is included for easily preventing future faulty deployments of that kind. This approach empowers DevOps & platform engineering teams to use the “Secure by Default” method for application development. \n \n   \n To conclude - automated remediation and prevention can be a game changer in keeping the cluster secure- a proactive approach that can help prevent security breaches before they can cause damage, ensuring that the cluster remains secure and compliant with industry standards. Ultimately, automated remediation empowers security teams to focus on more strategic tasks, knowing that their Kubernetes environment is continuously monitored and protected. \n Assigning owners to security issues \n Since cluster administration and containers security issues remediation is not always the responsibility of a single team or person, it is recommended to use the “assign owner” button in the security dashboard to notify the correct owner about the issue need to be handled. It is also possible to filter the view using the built-in filters and assign multiple issues to the same person quickly. \n   \n \n Get Started Today \n To start leveraging these new features in Microsoft Defender for Cloud, ensure either Defender for Container or Defender CSPM is enabled in your cloud environments. For additional guidance or support, visit our deployment guide for a full subscription coverage, or enable on a single cluster using the dashboard settings section. \n Learn More \n If you haven’t already, check out our previous blog post that introduced this journey: New Innovations in Container Security with Unified Visibility and Investigations. \n This new release continues to build on the foundation outlined in that post. With “Elevate your container posture: from agentless discovery to risk prioritization”, we’ve delivered capabilities that allow you to further strengthen your container security practices, while reducing operational complexities. 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Your Container Posture: From Agentless Discovery to Risk Prioritization","conversation":{"__ref":"Conversation:conversation:4352572"},"id":"message:4352572","revisionNum":17,"uid":4352572,"depth":0,"board":{"__ref":"Blog:board:MicrosoftDefenderCloudBlog"},"author":{"__ref":"User:user:1383001"},"teaser@stripHtml({\"removeProcessingText\":true,\"truncateLength\":-1})":"","introduction":"","metrics":{"__typename":"MessageMetrics","views":937},"postTime":"2024-12-04T12:48:55.250-08:00","lastPublishTime":"2024-12-04T12:56:40.998-08:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" As Kubernetes (K8s) continue to power modern containerized applications, the complexity of managing and securing these environments grows exponentially. The challenges in monitoring K8s environments stem not only from their dynamic nature but also from their unique structure—each K8s cluster operates as its own ecosystem, complete with its own control plane for authorization, networking, and resource management. This makes it fundamentally different from traditional cloud environments, where security practitioners often have established expertise and tools for managing the cloud control plane.  The specialized nature of Kubernetes (K8s) environments limits the visibility and control available to many security teams, resulting in blind spots that increase the risk of misconfigurations, compliance gaps, and potential attack paths gaining comprehensive visibility into the posture state of K8s workloads is essential for addressing these gaps and ensuring a secure, resilient infrastructure. \n Key benefits \n By further expanding agentless container posture approach, Defender for Cloud delivers the following key benefits: \n \n Enhanced risk management: improved prioritization through additional security insights, networking information, K8s RBAC, and image evaluation status, ensuring more critical issues can addressed first. \n Proactive security posture: gain comprehensive insights and prevent lateral movement within Kubernetes clusters, helping to identify and mitigate threats before they cause harm. \n Comprehensive compliance and governance: achieve full transparency into software usage and Kubernetes RBAC configurations to meet compliance requirements and adhere to industry standards. \n \n Release features overview: \n Enhanced K8s workload modeling \n To ensure customers can better focus on security findings, and avoid reviewing stale information, Defender for Cloud now models K8s workloads in the security graph based on their configuration (K8s specification) rather than runtime assets. This improvement avoids refresh-rate discrepancies, providing a more accurate and streamlined view of your K8s workloads, with single security findings for all identical containers within the same workload. \n New Security Insights for Containers and Pods \n Security teams that use the security explorer to proactively identify security risks in their multicloud environments, now get even better visibility with additional security insights for containers and pods, including privileged containers, sensitive mounts, and more. \n For example, security practitioners can use the security explorer to find all containers vulnerable to remote code execution, which are also exposed to the internet and uses sensitive host mounts, to eliminate the misconfigurations and vulnerabilities before a potential attacker abuse them to attack the container remotely and break-out into the host through the sensitive host mount. \n \n Extended K8s Networking Information \n To enable customers to query the security graph based on additional characters of K8s networking and better understand exposure details for K8s workloads, Defender for Cloud now offers extended data collection for both K8s ingresses and services. This feature also includes new properties such as service port and service selectors. \n   \n The following figure shows all new networking criteria that customers can now use to query for K8s networking configuration: \n \n The following figure show detailed exposure information on a K8s workload exposed to the internet:  \n \n Enhanced image discovery \n Customers can now gain complete visibility to all images used in customer environments using the security explorer, including images from all supported registries, and any image running in K8s, regardless of whether the image is scanned for vulnerabilities, with extended information per image. \n Here are a few examples for important use cases that customers can detect and respond to action on through a single query in the security explorer: \n   \n \n Detect usage of images from unmonitored registries: \n \n \n Figure 4: images deployed directly from an unscanned docker registry \n   \n \n Check the presence of specific image in the environment \n \n \n Figure 5: search for an image with a specific digest  \n   \n \n Trace all images not evaluated for vulnerabilities \n \n \n Figure 6: all images not assessed for vulnerabilities \n K8s RBAC in the security graph \n The addition of K8s RBAC into the security graph serves two main purposes: \n \n Security practitioners gain easy visibility into K8s service accounts, their permissions, and their bindings with K8s workloads, without prior expertise, and hunt for service accounts that do not meet security best practices. \n \n In the following example, a service account that has full cluster permissions: \n \n Figure 7: example of service account cluster admin permissions on cluster level \n   \n \n The security graph contextual analysis uses the K8s RBAC to identify lateral movement internally within K8s, from K8s to other cloud resources and from the cloud to K8s. \n \n The following example shows an attack path starting from a container exposed to the internet with a vulnerability that can be remotely exploited. It also has access to a managed identity allowing the attacker to move all the way to a critical storage account: \n \n Figure 8: attack path from a vulnerable exposed container to a critical storage account \n Comprehensive Software Inventory for Containers \n A detailed software inventory is now available for all container images and containers scanned for vulnerabilities, serving security practitioners and compliance teams in many ways: \n \n Full visibility to all software packages used in container images and containers: \n \n \n Figure 9: Full software list for images and containers \n   \n \n Query specific software usage across all environments, making it easier to identify risks or ensure compliance. A common example of this use case includes a vulnerable software version with a zero-day vulnerability. \n \n For example, following the OpenSSL zero-day vulnerability publication, a security admin can use the following queries to find all instances of container images within the organization using OpenSSL version 3.0, even before a CVE was published: \n   \n \n Figure 10: search for a specific vulnerable open ssl version \n Critical Asset Protection for K8s \n Critical asset protection has been enhanced to cover additional container use cases: \n \n Defender for cloud customers can now define rules to mark workloads as critical based on their namespace and K8s labels. \n \n The following figure shows how customers can define rules that would automatically tag critical workloads based on their K8s labels: \n   \n \n  Figure 11: customer defined rules for asset criticality based on K8s labels \n   \n \n Predefined rules allow K8s clusters to be flagged as critical, ensuring prioritized focus during risk assessments. \n \n   \n Example for one of the predefined rules that automatically tags K8s clusters as critical: \n \n Figure 12: Example for predefined K8s cluster criticality rules  \n   \n As with other asset protection features in Defender for Cloud, these updates seamlessly integrate into the risk prioritization, attack path analysis, and security explorer workflows. \n The following example shows a critical attack path where the attack target is critical K8s cluster: \n \n  Figure 13: Critical attack path where the target is a critical K8s cluster \n K8s CIS benchmark \n Customers that would like to audit their K8s clusters for regulatory compliance using K8s CIS or enforce security controls that are part of the K8s CIS standard, now benefit from updated K8s CIS standards with broader security controls, with K8s CIS 1.5.0 for AKS, and EKS and K8s CIS 1.6.0 for GKE. \n To start using the new standards and controls, enable the desired K8s CIS standard through regulatory compliance dashboard, or via security policies: \n \n Figure 14: Enabling K8s CIS 1.6.0 for GKE \n Compliance status can then be monitored via the regulatory compliance dashboard for the relevant K8s CIS standard: \n \n Figure 15: Viewing K8s CIS 1.5.0 compliance status  \n Get Started Today \n To start leveraging these new features in Microsoft Defender for Cloud, ensure either Defender for Container or Defender CSPM is enabled in your cloud environments. For additional guidance or support, visit our deployment guide. \n With these updates, we’re committed to helping you maintain a robust, secure, and scalable cloud-native environment. \n Learn More \n If you haven’t already, check out our previous blog post that introduced this journey: New Innovations in Container Security with Unified Visibility and Investigations. \n This new release continues to build on the foundation outlined in that post. With “Elevate your container posture: from agentless discovery to risk prioritization”, we’ve delivered capabilities that allow you to further strengthen your container security practices, while reducing operational complexities. 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